research
∙
09/04/2023
MLGuard: Defend Your Machine Learning Model!
Machine Learning (ML) is used in critical highly regulated and high-stak...
share
research
∙
09/20/2022
Comparative analysis of real bugs in open-source Machine Learning projects – A Registered Report
Background: Machine Learning (ML) systems rely on data to make predictio...
research
∙
08/19/2020
Threshy: Supporting Safe Usage of Intelligent Web Services
Increased popularity of `intelligent' web services provides end-users wi...
research
∙
07/17/2020
A large-scale comparative analysis of Coding Standard conformance in Open-Source Data Science projects
Background: Meeting the growing industry demand for Data Science require...
research
∙
05/27/2020
Beware the evolving 'intelligent' web service! An integration architecture tactic to guard AI-first components
Intelligent services provide the power of AI to developers via simple RE...
research
∙
04/07/2020
Ranking Computer Vision Service Issues using Emotion
Software developers are increasingly using machine learning APIs to impl...
research
∙
01/28/2020
Interpreting Cloud Computer Vision Pain-Points: A Mining Study of Stack Overflow
Intelligent services are becoming increasingly more pervasive; applicati...
research
∙
12/14/2018